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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Multimedia Forensics (Hardcover, 1st ed. 2022)
Loot Price: R1,781
Discovery Miles 17 810
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Multimedia Forensics (Hardcover, 1st ed. 2022)
Series: Advances in Computer Vision and Pattern Recognition
Expected to ship within 10 - 15 working days
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This book is open access. Media forensics has never been more
relevant to societal life. Not only media content represents an
ever-increasing share of the data traveling on the net and the
preferred communications means for most users, it has also become
integral part of most innovative applications in the digital
information ecosystem that serves various sectors of society, from
the entertainment, to journalism, to politics. Undoubtedly, the
advances in deep learning and computational imaging contributed
significantly to this outcome. The underlying technologies that
drive this trend, however, also pose a profound challenge in
establishing trust in what we see, hear, and read, and make media
content the preferred target of malicious attacks. In this new
threat landscape powered by innovative imaging technologies and
sophisticated tools, based on autoencoders and generative
adversarial networks, this book fills an important gap. It presents
a comprehensive review of state-of-the-art forensics capabilities
that relate to media attribution, integrity and authenticity
verification, and counter forensics. Its content is developed to
provide practitioners, researchers, photo and video enthusiasts,
and students a holistic view of the field.
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